Introduction to the Conservation Data Lab

The Conservation Data Lab (CDL) is a group of students and young professionals who are learning technical skills, practicing through conservation projects and building an amazing community. The CDL is co-lead by Randy Swaty, ecologist with The Nature Conservancy’s (TNC) LANDFIRE team, and Rachel Meier, senior associate with Lotus Engineering and Sustainability. Randy does some CDL work as part of his position with TNC; some of the work is volunteer. Rachel’s time is purely volunteer. Most projects are powered by LANDFIRE products and often serve TNC ‘clients’, though this is not always the case.

Achievements 2023

Members of the CDL were super productive, often contributing major efforts on top of school, jobs and other life events. We currently have 10 active members; 5 members moved to ‘alumni’ status.

This year found us taking on larger challenges than in the past, with many projects ‘in-progress’.

Major projects included:

Map of Black, Indigenous, People of Color for 2020/2021 by Izzy Nykamp.

• Robyn Holmes delivered a presentation titled “Searching for Goldilocks: Exploring remotely sensed data products in the context of beaver and wildfire” at a LANDFIRE Open Office Hour. Spoiler alert(s): mid-resolution data (10m pixel size) seemed to work best, and beaver dams do appear to influence wildfire behavior (supporting work by Fairfax and Whittle, 2020, and others).
• Isabel (Izzy) Nykamp took on a deceptively complicated project: making maps of demogrpahic variables for the entire Appalachian Region, which reaches from Alabama into Nova Scotia. Challenges included: 1) data differences between the US and Canada, requirement to meet The Nature Conservancy’s cartographic standards in QGIS (standards developed with ArcGIS in mind), and figuring out exactly which datasets to use, when there are many. She is a co-author on an internal report, “Equity in the Appalachians: Learning from ourselves to advance conservation equitably at scale across the Appalachians” by Smith et al (2023).
• A continuing goal of the CDL is to train members in key conservation tech, including coding in R. Members Myles Walimaa and Garrett Knowlton joined Randy to develop and delivere a fall R training. This was a first for the CDL, and resulted (as usual :) the teachers learning as much as the students. This process will continue to evolve as we strive to fit learning into members super busy lives.

Map of historical late-succession habitat concentration by Mary Kelly.

• Alex Mezera, Rhayna Lillie, Josh Muchner and Garrett Knowlton were responsible for delivery of several web reports for the Southern Rockies Fire Science Network (SRFSN), such as this one for the Northern New Mexico Plateau Subregion completed by Alex. The work required knowledge of QGIS, GitHub, R and R-markdown files. The web reports will be incorporated into the SRFLN website in 2024.
• Mary Kelly was curious about late-succession habitat, past and present for the coastal region of Oregon. Using LANDFIRE data, ArcGIS pro and R, she first developed and delivered a presentation at the 2023 Society for Conservation GIS meetings in August, 2023. Additionally, she has drafted a tutorial to be published in 2024 (pending edits by Randy).

Under way * Major progress on a project lead by Hannah Young and Mary Kelly to identify areas in the United States where wildfire risk to water supplies could impact socially vulnerable people. They are aiming for a peer-reviewed journal article.

• Silas, Liv, Nick and Trinity recruited to build dashboard